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Updated: Sep 11, 2025

A Computer-Based Platform for Aiding Clinicians in Eating Disorder Analysis and Diagnosis
Published on: May 10, 2022
The Hidden Spectrum Within Eating Disorders: Clustering Neurodivergent Traits and Sensory Sensitivity
Paolo Meneguzzo1,2, Marta Magno3,4, Alice Garolla3,5
1Department of Neuroscience, University of Padova, Padova, Italy.
Objective:
Emerging research suggests that autistic traits and sensory sensitivities are prevalent among individuals with eating disorders (EDs), particularly females. Traditional diagnostic approaches may overlook the heterogeneity of neurodevelopmental features within this population. A person-centered approach could uncover meaningful subgroups and guide individualized treatment strategies. This study aimed to identify neurocognitive profiles among cisgender female ED patients, focusing on autistic traits, sensory sensitivity, social cognition, and clinical severity, through a dimensional and person-centered clustering approach.
Method:
A total of 164 cisgender female patients were assessed using the Autism Spectrum Quotient (AQ-10), Girls Questionnaire for Autism Spectrum Condition (GQ-ASC), Sensory Perception Quotient (SPQ-10), Story-based Empathy Task (SET), and clinical measures including the Eating Disorder Examination Questionnaire (EDE-Q), Body Uneasiness Test (BUT), and Symptom Checklist-90-Revised (SCL-90-R). Hierarchical cluster analysis (Ward's method) was conducted on standardized scores. Between-cluster comparisons and multinomial logistic regression assessed the robustness and predictive validity of the cluster solution.
Results:
Four distinct clusters emerged, differing significantly in autistic traits, sensory sensitivity, social cognition, and ED severity (all p < 0.001). Profiles included a neurodivergent high-risk group, a cognitively compensated group, a sensory-reactive group, and a classically symptomatic group. Multinomial logistic regression predicted cluster membership with 94% accuracy.
Discussion:
Neurodevelopmental dimensions meaningfully differentiate ED subgroups and may inform more personalized, stratified care. These findings highlight the importance of integrating autistic traits, sensory processing, and social cognition into ED assessment and treatment planning.
Public Significance Statement:
This study identifies four distinct neurodevelopmental and clinical profiles among women with eating disorders, defined by differences in autistic traits, sensory sensitivity, and social cognition. Understanding these profiles can help clinicians recognize the diversity of presentations in eating disorders and adapt interventions to the specific needs of each individual, particularly those with neurodivergent features, ultimately promoting more personalized and effective care.
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